Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-01-05 0.252952 0.283327 0.317328 0.358488 0.407344 0.463962 0.535247
2025-01-12 0.196280 0.233949 0.280004 0.341514 0.423200 0.530514 0.686751
2025-01-19 0.163484 0.203189 0.254771 0.328717 0.435621 0.590915 0.847081
2025-01-26 0.151077 0.194875 0.254986 0.347061 0.491681 0.724615 1.165355
2025-02-02 0.145670 0.194421 0.264843 0.379832 0.576151 0.928922 1.709585
2025-02-09 0.137976 0.189219 0.266369 0.399231 0.643028 1.127015 2.376553
2025-02-16 0.130160 0.182591 0.264336 0.411754 0.700317 1.329368 3.228348
2025-02-23 0.121266 0.173144 0.256282 0.411877 0.733175 1.492527 4.143912
2025-03-02 0.109727 0.158326 0.237505 0.389078 0.712662 1.518187 4.624681
2025-03-09 0.102118 0.149143 0.227237 0.380749 0.721758 1.626559 5.596687
2025-03-16 0.095800 0.141511 0.218802 0.374627 0.734410 1.752065 6.879321
2025-03-23 0.091765 0.137325 0.215977 0.379309 0.774232 1.983181 9.311702
2025-03-30 0.084883 0.128063 0.203589 0.363412 0.761598 2.046836 10.954730
2025-04-06 0.078327 0.118978 0.190865 0.345432 0.740539 2.076579 12.573326
2025-04-13 0.073020 0.111709 0.180922 0.332277 0.730001 2.145545 15.032917
2025-04-20 0.071940 0.111779 0.184876 0.350855 0.815240 2.681180 27.962282
2025-04-27 0.072350 0.114526 0.194318 0.384116 0.959486 3.689364 78.536264
2025-05-04 0.071227 0.114346 0.197853 0.403816 1.069958 4.722404 246.208227
2025-05-11 0.069507 0.112896 0.198584 0.416537 1.162579 5.846570 1169.904143
2025-05-18 0.066868 0.109493 0.194828 0.416663 1.207789 6.718446 9894.967316
2025-05-25 0.062603 0.102693 0.183199 0.393502 1.150526 6.553425 22088.217856
2025-06-01 0.059776 0.098550 0.177077 0.385044 1.153679 7.040091 NaN
2025-06-08 0.057322 0.094999 0.171983 0.378827 1.165104 7.673634 NaN